An intelligent email reply automation system powered by FastAPI and Gemini AI with Retrieval-Augmented Generation (RAG). This backend service automatically fetches unread emails from Gmail, generates professional replies using a company knowledge base, and manages email drafts.
Features
Gmail Integration: Seamlessly fetch and parse unread email threads from Gmail
RAG-Powered Draft Generation: Automatically generate professional replies using Gemini AI with company knowledge base search
Knowledge Base Search: Leverage Nexa Learn company information for contextual, accurate responses
Email Thread Management: Fetch, organize, and track email conversations
Draft Creation: Create Gmail draft messages without sending so the user can edit
Email Sending: Send generated replies directly through Gmail
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Posted Jun 2, 2026
It's an AI-powered application that retrieves information from company knowledge bases and generates brand-consistent email drafts for customer inquiries.